開源的推薦系統列表
- PredictionIO is built on technologies Apache Spark, Apache HBase and Spray. It is a machine learning server that can be used to create a recommender system. The source can be located on github and it looks very active.
- Racoon Recommendation Engine is an open source Node.js based collaborative filter that uses Redis as a store. It is effectively abandoned.
- HapiGER is an open source Node.js collaborative filtering engine, which can use in-memory, PostgreSQL or rethinkdb. Reasonably active development (when I have time :)
- EasyRec Java and Rest based recommendations. Abandoned
- Mahout Hadoop/linear algebra based data mining
- Seldon is a Java based prediction engine built on technologies like Apache Spark. It provides a demo movie recommendations application here.
- LensKit is a Java based research recommender system designed for small-to-medium scale.
- Oryx v2 a large scale architecture for machine learning and prediction (suggested by Lorand)
- RecDB is a PostgreSQL extension to add recommendation algorithms like collaborative filtering directly into the database.
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